import os
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import warnings
warnings.filterwarnings('ignore')
data=pd.read_csv('train.csv')
data.head(2)
| Employee ID | Date of Joining | Gender | Company Type | WFH Setup Available | Designation | Resource Allocation | Mental Fatigue Score | Burn Rate | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | fffe32003000360033003200 | 9/30/2008 | Female | Service | No | 2 | 3.0 | 3.8 | 0.16 |
| 1 | fffe3700360033003500 | 11/30/2008 | Male | Service | Yes | 1 | 2.0 | 5.0 | 0.36 |
data.shape
(22750, 9)
data.describe()
| Designation | Resource Allocation | Mental Fatigue Score | Burn Rate | |
|---|---|---|---|---|
| count | 22750.000000 | 21369.000000 | 20633.000000 | 21626.000000 |
| mean | 2.178725 | 4.481398 | 5.728188 | 0.452005 |
| std | 1.135145 | 2.047211 | 1.920839 | 0.198226 |
| min | 0.000000 | 1.000000 | 0.000000 | 0.000000 |
| 25% | 1.000000 | 3.000000 | 4.600000 | 0.310000 |
| 50% | 2.000000 | 4.000000 | 5.900000 | 0.450000 |
| 75% | 3.000000 | 6.000000 | 7.100000 | 0.590000 |
| max | 5.000000 | 10.000000 | 10.000000 | 1.000000 |
data.dropna(subset=['Burn Rate'],inplace=True)
data.isna().sum()
Employee ID 0 Date of Joining 0 Gender 0 Company Type 0 WFH Setup Available 0 Designation 0 Resource Allocation 1278 Mental Fatigue Score 1945 Burn Rate 0 dtype: int64
data.shape
(21626, 9)
data.dtypes
Employee ID object Date of Joining object Gender object Company Type object WFH Setup Available object Designation int64 Resource Allocation float64 Mental Fatigue Score float64 Burn Rate float64 dtype: object
sns.histplot(data,x=data['Burn Rate'])
<AxesSubplot:xlabel='Burn Rate', ylabel='Count'>
sns.boxplot(x=data['Burn Rate'])
<AxesSubplot:xlabel='Burn Rate'>
data['Burn Rate']
0 0.16
1 0.36
2 0.49
3 0.20
4 0.52
...
22745 0.41
22746 0.59
22747 0.72
22748 0.52
22749 0.61
Name: Burn Rate, Length: 21626, dtype: float64
data[(data['Resource Allocation'].notna()) | (data['Mental Fatigue Score'].notna())]
| Employee ID | Date of Joining | Gender | Company Type | WFH Setup Available | Designation | Resource Allocation | Mental Fatigue Score | Burn Rate | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | fffe32003000360033003200 | 9/30/2008 | Female | Service | No | 2 | 3.0 | 3.8 | 0.16 |
| 1 | fffe3700360033003500 | 11/30/2008 | Male | Service | Yes | 1 | 2.0 | 5.0 | 0.36 |
| 2 | fffe31003300320037003900 | 3/10/2008 | Female | Product | Yes | 2 | NaN | 5.8 | 0.49 |
| 3 | fffe32003400380032003900 | 11/3/2008 | Male | Service | Yes | 1 | 1.0 | 2.6 | 0.20 |
| 4 | fffe31003900340031003600 | 7/24/2008 | Female | Service | No | 3 | 7.0 | 6.9 | 0.52 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 22745 | fffe31003500370039003100 | 12/30/2008 | Female | Service | No | 1 | 3.0 | NaN | 0.41 |
| 22746 | fffe33003000350031003800 | 1/19/2008 | Female | Product | Yes | 3 | 6.0 | 6.7 | 0.59 |
| 22747 | fffe390032003000 | 11/5/2008 | Male | Service | Yes | 3 | 7.0 | NaN | 0.72 |
| 22748 | fffe33003300320036003900 | 1/10/2008 | Female | Service | No | 2 | 5.0 | 5.9 | 0.52 |
| 22749 | fffe3400350031003800 | 1/6/2008 | Male | Product | No | 3 | 6.0 | 7.8 | 0.61 |
21439 rows × 9 columns
data=data[(data['Resource Allocation'].notna()) | (data['Mental Fatigue Score'].notna())]
sns.scatterplot(data['Employee ID'].str.slice(16,18),data['Burn Rate'])
#no pattern hidden in employee ID
<AxesSubplot:xlabel='Employee ID', ylabel='Burn Rate'>
sns.FacetGrid(data,col='Gender',aspect=2).map(plt.hist,'Burn Rate',color='lightblue',bins=10)
<seaborn.axisgrid.FacetGrid at 0x7f435d7ef1f0>
sns.FacetGrid(data,col='Company Type',aspect=2).map(plt.hist,'Burn Rate',color='lightblue',bins=10)
<seaborn.axisgrid.FacetGrid at 0x7f435d5eda90>
sns.FacetGrid(data,col='WFH Setup Available',aspect=2).map(plt.hist,'Burn Rate',color='lightblue',bins=40)
<seaborn.axisgrid.FacetGrid at 0x7f435d573df0>
data['Date of Joining'].nunique()
366
data['Date of Joining']=pd.to_datetime(data['Date of Joining'],format='%m/%d/%Y')
Day=data['Date of Joining'].map(lambda x:x.day)
Month=data['Date of Joining'].map(lambda x:x.month)
Year=data['Date of Joining'].map(lambda x:x.year)
Year.unique()
# All the data belong to 2008, therefore this feature is not useful
array([2008])
data.insert(1,'Day',Day)
data.insert(2,'Month',Month)
data.head(2)
| Employee ID | Day | Month | Date of Joining | Gender | Company Type | WFH Setup Available | Designation | Resource Allocation | Mental Fatigue Score | Burn Rate | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | fffe32003000360033003200 | 30 | 9 | 2008-09-30 | Female | Service | No | 2 | 3.0 | 3.8 | 0.16 |
| 1 | fffe3700360033003500 | 30 | 11 | 2008-11-30 | Male | Service | Yes | 1 | 2.0 | 5.0 | 0.36 |
sns.catplot(data=data, x='Month', y='Burn Rate', kind='box')
<seaborn.axisgrid.FacetGrid at 0x7f435d749e80>
sns.catplot(data=data, x='Day', y='Burn Rate', kind='box')
<seaborn.axisgrid.FacetGrid at 0x7f435d8ab070>
data['Designation'].unique()
array([2, 1, 3, 0, 4, 5])
sns.FacetGrid(data,col='Designation',aspect=2,col_wrap=3).map(plt.hist,'Burn Rate',color='lightblue',bins=10)# Should consider as categorical,(will try as continous first though)
<seaborn.axisgrid.FacetGrid at 0x7f435d351550>
sns.catplot(data=data, x='Designation', y='Burn Rate', kind='box')
#looks like we found another jackpot, should use as categorical for sure
<seaborn.axisgrid.FacetGrid at 0x7f435d11b4c0>
# data['Designation']=data['Designation'].astype(str)
data['Resource Allocation'].nunique()
# for nan 0 seems suitable number
10
sns.histplot(x=data['Resource Allocation'])
<AxesSubplot:xlabel='Resource Allocation', ylabel='Count'>
sns.catplot(data=data, x='Resource Allocation', y='Burn Rate', kind='box')
#should consider using as categorical Feature
<seaborn.axisgrid.FacetGrid at 0x7f435cc7d070>
# data['Resource Allocation'].fillna(5.0,inplace=True)
# data['Resource Allocation']=data['Resource Allocation'].astype(str)
data['Mental Fatigue Score'].nunique()
101
sns.scatterplot(x=data['Mental Fatigue Score'],y=data['Burn Rate'])
# seems like we found the jackpot
<AxesSubplot:xlabel='Mental Fatigue Score', ylabel='Burn Rate'>
data.dtypes
Employee ID object Day int64 Month int64 Date of Joining datetime64[ns] Gender object Company Type object WFH Setup Available object Designation int64 Resource Allocation float64 Mental Fatigue Score float64 Burn Rate float64 dtype: object
train=data.drop(['Employee ID','Date of Joining','Day','Month'],axis=1)
#train['Resource Allocation']=train['Resource Allocation'].astype(str)
train.head()
| Gender | Company Type | WFH Setup Available | Designation | Resource Allocation | Mental Fatigue Score | Burn Rate | |
|---|---|---|---|---|---|---|---|
| 0 | Female | Service | No | 2 | 3.0 | 3.8 | 0.16 |
| 1 | Male | Service | Yes | 1 | 2.0 | 5.0 | 0.36 |
| 2 | Female | Product | Yes | 2 | NaN | 5.8 | 0.49 |
| 3 | Male | Service | Yes | 1 | 1.0 | 2.6 | 0.20 |
| 4 | Female | Service | No | 3 | 7.0 | 6.9 | 0.52 |
train=pd.get_dummies(train,drop_first=True)
cols=train.columns
cols
Index(['Designation', 'Resource Allocation', 'Mental Fatigue Score',
'Burn Rate', 'Gender_Male', 'Company Type_Service',
'WFH Setup Available_Yes'],
dtype='object')
from sklearn.experimental import enable_iterative_imputer
from sklearn.impute import IterativeImputer
from sklearn.ensemble import ExtraTreesRegressor,RandomForestRegressor
from catboost import CatBoostRegressor
imp=IterativeImputer(estimator=CatBoostRegressor(),random_state=200)
temp=imp.fit_transform(train)
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train=pd.DataFrame(temp[:,[train.columns.get_loc(i) for i in cols]], columns=cols)
train['Resource Allocation']=np.round(train['Resource Allocation']).astype(int)
train.isna().sum()
Designation 0 Resource Allocation 0 Mental Fatigue Score 0 Burn Rate 0 Gender_Male 0 Company Type_Service 0 WFH Setup Available_Yes 0 dtype: int64
train['Resource Allocation'].unique()
array([ 3, 2, 4, 1, 7, 6, 5, 8, 10, 9])
sns.scatterplot(x=train['Mental Fatigue Score'],y=train['Burn Rate'])
# seems like we found the jackpot
<AxesSubplot:xlabel='Mental Fatigue Score', ylabel='Burn Rate'>
sns.catplot(data=data, x='Resource Allocation', y='Burn Rate', kind='box')
<seaborn.axisgrid.FacetGrid at 0x7f435c9ac100>
train.dtypes
Designation float64 Resource Allocation int64 Mental Fatigue Score float64 Burn Rate float64 Gender_Male float64 Company Type_Service float64 WFH Setup Available_Yes float64 dtype: object
# train=exp
# train['Resource Allocation']=train['Resource Allocation'].astype(str)
# train=train.drop(['Day'],axis=1)
# train.insert(1,'Month',exp["Month"].to_numpy())
# train['Month']=train['Month'].astype(str)
# train=train.drop(['Month'],axis=1)
train=pd.get_dummies(train,drop_first=True)
corrMat=train.corr()
corrFeat=corrMat.index
plt.figure(figsize=(10,10))
sns.heatmap(corrMat,annot=True,cmap='RdYlGn',linewidths=1.2)
<AxesSubplot:>
#High correlation with Burn Rate is great news we should keep Designation and Mental Fatigue rate as they are strong Predictor
Y=train['Burn Rate']
X=train.drop(['Burn Rate'],axis=1)
X.shape
(21439, 6)
X.head()
| Designation | Resource Allocation | Mental Fatigue Score | Gender_Male | Company Type_Service | WFH Setup Available_Yes | |
|---|---|---|---|---|---|---|
| 0 | 2.0 | 3 | 3.8 | 0.0 | 1.0 | 0.0 |
| 1 | 1.0 | 2 | 5.0 | 1.0 | 1.0 | 1.0 |
| 2 | 2.0 | 4 | 5.8 | 0.0 | 0.0 | 1.0 |
| 3 | 1.0 | 1 | 2.6 | 1.0 | 1.0 | 1.0 |
| 4 | 3.0 | 7 | 6.9 | 0.0 | 1.0 | 0.0 |
from sklearn.model_selection import train_test_split as tts
X_train,X_test,Y_train,Y_test=tts(X,Y,test_size=0.2,random_state=200)
from sklearn.tree import DecisionTreeRegressor
dt_mod=DecisionTreeRegressor(criterion='mse',random_state=200,splitter="random")
dt_mod.fit(X_train,Y_train)
dt_mod.score(X_test,Y_test)
0.912306581821661
dt_mod.feature_importances_
array([0.36022697, 0.2631869 , 0.36430525, 0.00404103, 0.00337908,
0.00486077])
# import pydotplus as pdt
# import os
# from sklearn import tree
# dot_data=tree.export_graphviz(dt_mod, filled=True, rounded=True, special_characters=True,
# proportion=True,feature_names=X.columns)
# graph=pdt.graph_from_dot_data(dot_data)
# from IPython.display import Image
# Image(graph.create_png())
key_drivers=pd.Series(dt_mod.feature_importances_,index=X.columns).sort_values(ascending=False, kind="heapsort")
fig, axes = plt.subplots(1,1,figsize=(12,8))
sns.barplot(x=key_drivers.values,y=key_drivers.index, palette='spring',ax=axes)
fig.savefig("keydrivers.png")
from xgboost import XGBRegressor
from sklearn.ensemble import BaggingRegressor
from sklearn.tree import DecisionTreeRegressor
# for i in range(1200,1300,30):
# bagMod=BaggingRegressor(oob_score=True,n_jobs=-1,n_estimators=i,max_samples=1.0,
# random_state=200,base_estimator=DecisionTreeRegressor())
# bagMod.fit(X_train,Y_train)
# print(f"for {i} estimators accuracy is {bagMod.oob_score_}")
bagMod=BaggingRegressor(oob_score=True,n_jobs=-1,n_estimators=200,max_samples=1.0,
random_state=200,base_estimator=DecisionTreeRegressor())
bagMod.fit(X,Y)
BaggingRegressor(base_estimator=DecisionTreeRegressor(), n_estimators=200,
n_jobs=-1, oob_score=True, random_state=200)
bagMod.oob_score_
0.9228275842239341
bagMod.score(X_test,Y_test)
0.9516576188838395
from sklearn.linear_model import LinearRegression
lm1=LinearRegression(n_jobs=-1,normalize=True)
lm1.fit(X_train,Y_train)
LinearRegression(n_jobs=-1, normalize=True)
lm1.score(X_test,Y_test)
0.9243868385821757
params={
"learning_rate" : [0.03] ,
"max_depth" : [ 3, 4, 5, 6, 8],
"min_child_weight" : [ 1, 3, 5, 7,9 ],
"gamma" : [ 0.0, 0.1, 0.2 , 0.3,0.4]
}
X_train.dtypes
Designation float64 Resource Allocation int64 Mental Fatigue Score float64 Gender_Male float64 Company Type_Service float64 WFH Setup Available_Yes float64 dtype: object
X_train.shape
(17151, 6)
from sklearn.model_selection import RandomizedSearchCV, GridSearchCV
xgBoost=XGBRegressor()
# random_search=RandomizedSearchCV(xgBoost,param_distributions=params,n_iter=8,cv=6,verbose=3)
grid_search=GridSearchCV(xgBoost,param_grid=params,cv=10)
grid_search.fit(X_train,Y_train)
GridSearchCV(cv=10,
estimator=XGBRegressor(base_score=None, booster=None,
colsample_bylevel=None,
colsample_bynode=None,
colsample_bytree=None, gamma=None,
gpu_id=None, importance_type='gain',
interaction_constraints=None,
learning_rate=None, max_delta_step=None,
max_depth=None, min_child_weight=None,
missing=nan, monotone_constraints=None,
n_estimators=100, n_jobs=None,
num_parallel_tree=None, random_state=None,
reg_alpha=None, reg_lambda=None,
scale_pos_weight=None, subsample=None,
tree_method=None, validate_parameters=None,
verbosity=None),
param_grid={'gamma': [0.0, 0.1, 0.2, 0.3, 0.4],
'learning_rate': [0.03], 'max_depth': [3, 4, 5, 6, 8],
'min_child_weight': [1, 3, 5, 7, 9]})
grid_search.best_estimator_
XGBRegressor(base_score=0.5, booster='gbtree', colsample_bylevel=1,
colsample_bynode=1, colsample_bytree=1, gamma=0.0, gpu_id=-1,
importance_type='gain', interaction_constraints='',
learning_rate=0.03, max_delta_step=0, max_depth=8,
min_child_weight=3, missing=nan, monotone_constraints='()',
n_estimators=100, n_jobs=8, num_parallel_tree=1, random_state=0,
reg_alpha=0, reg_lambda=1, scale_pos_weight=1, subsample=1,
tree_method='exact', validate_parameters=1, verbosity=None)
grid_search.best_params_
{'gamma': 0.0, 'learning_rate': 0.03, 'max_depth': 8, 'min_child_weight': 3}
xgBoost=XGBRegressor(gamma=0.0,learning_rate=0.03,max_depth=8,min_child_weight=1)
xgBoost.fit(X,Y)
XGBRegressor(base_score=0.5, booster='gbtree', colsample_bylevel=1,
colsample_bynode=1, colsample_bytree=1, gamma=0.0, gpu_id=-1,
importance_type='gain', interaction_constraints='',
learning_rate=0.03, max_delta_step=0, max_depth=8,
min_child_weight=1, missing=nan, monotone_constraints='()',
n_estimators=100, n_jobs=8, num_parallel_tree=1, random_state=0,
reg_alpha=0, reg_lambda=1, scale_pos_weight=1, subsample=1,
tree_method='exact', validate_parameters=1, verbosity=None)
xgBoost.score(X_test,Y_test)
0.9348217374218041
# random_search.best_estimator_
# xg=XGBRegressor(base_score=0.5, booster='gbtree',n_estimators=500,n_jobs=-1,max_depth=4,learning_rate=0.03)
# xg.fit(X_train,Y_train)
# xg.score(X_test,Y_test)
test=pd.read_csv('test.csv')
test.dtypes
Employee ID object Date of Joining object Gender object Company Type object WFH Setup Available object Designation float64 Resource Allocation float64 Mental Fatigue Score float64 dtype: object
test.isna().sum()
Employee ID 0 Date of Joining 0 Gender 0 Company Type 0 WFH Setup Available 0 Designation 0 Resource Allocation 0 Mental Fatigue Score 0 dtype: int64
test['Resource Allocation'].nunique()
10
# test['Resource Allocation']=test['Resource Allocation'].astype(int).astype(str)
# test['Designation']=test['Designation'].astype(int).astype(str)
# test.to_csv('TestID.csv',index=False)
testX=test.drop(['Employee ID','Date of Joining'],axis=1)
testX.dtypes
Gender object Company Type object WFH Setup Available object Designation float64 Resource Allocation float64 Mental Fatigue Score float64 dtype: object
testX.head(1)
| Gender | Company Type | WFH Setup Available | Designation | Resource Allocation | Mental Fatigue Score | |
|---|---|---|---|---|---|---|
| 0 | Female | Service | No | 2.0 | 5.0 | 7.7 |
# testX=pd.get_dummies(testX,drop_first=True)
testX.shape
(12250, 6)
testX.head(2)
| Gender | Company Type | WFH Setup Available | Designation | Resource Allocation | Mental Fatigue Score | |
|---|---|---|---|---|---|---|
| 0 | Female | Service | No | 2.0 | 5.0 | 7.7 |
| 1 | Female | Product | Yes | 1.0 | 2.0 | 5.2 |
# X.to_csv('TestFilter.csv',index=False)
# train= pd.DataFrame(scaler.fit_transform(train), columns = train.columns)
testX.head(1)
| Gender | Company Type | WFH Setup Available | Designation | Resource Allocation | Mental Fatigue Score | |
|---|---|---|---|---|---|---|
| 0 | Female | Service | No | 2.0 | 5.0 | 7.7 |
testX.dtypes
Gender object Company Type object WFH Setup Available object Designation float64 Resource Allocation float64 Mental Fatigue Score float64 dtype: object
dummy=pd.get_dummies(testX,drop_first=True)
dummy.dtypes
Designation float64 Resource Allocation float64 Mental Fatigue Score float64 Gender_Male uint8 Company Type_Service uint8 WFH Setup Available_Yes uint8 dtype: object
dummy.shape
(12250, 6)
preds=xgBoost.predict(dummy)
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
result.to_csv('xgBoost.csv',index=False)
# preds=random_search.predict(X)
# preds
# result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
# result.to_csv('xgBoost.csv',index=False)
bagMod.score(X_test,Y_test)
0.9516576188838395
preds=bagMod.predict(pd.get_dummies(testX))
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
result.to_csv('bag.csv',index=False)
preds=lm1.predict(dummy)
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
result.to_csv('lm.csv',index=False)
testX['Designation']=testX['Designation'].astype(int)
testX['Resource Allocation']=testX['Resource Allocation'].astype(int)
testX['Mental Fatigue Score']=testX['Mental Fatigue Score'].astype(int)
# testX=pd.get_dummies(testX)
testX.dtypes
Gender object Company Type object WFH Setup Available object Designation int64 Resource Allocation int64 Mental Fatigue Score int64 dtype: object
exp=data.drop(['Employee ID','Date of Joining','Day','Month'],axis=1)
exp['Mental Fatigue Score']=train['Mental Fatigue Score'].to_numpy()
exp['Resource Allocation']=train['Resource Allocation'].to_numpy().astype(int)
train['Mental Fatigue Score']=train['Mental Fatigue Score'].astype(int)
# data=data.dropna(subset=['Burn Rate'])
exp.isna().sum()
Gender 0 Company Type 0 WFH Setup Available 0 Designation 0 Resource Allocation 0 Mental Fatigue Score 0 Burn Rate 0 dtype: int64
trainX=exp.drop(['Burn Rate'],axis=1)
trainY=exp['Burn Rate']
# trainX=train.drop(['Burn Rate'],axis=1)
# trainY=train['Burn Rate']
# trainX=pd.get_dummies(trainX)
# train.isna().sum()
trainX['Mental Fatigue Score']=trainX['Mental Fatigue Score'].astype(int)
trainX.dtypes
Gender object Company Type object WFH Setup Available object Designation int64 Resource Allocation int64 Mental Fatigue Score int64 dtype: object
# trainX=trainX.drop(['Month'],axis=1)
cat_features=[0,1,2,3,4]
from sklearn.model_selection import train_test_split as tts
X_train, X_test, Y_train, Y_test = tts(trainX, trainY, test_size=0.2, random_state=0)
X_train.dtypes
Gender object Company Type object WFH Setup Available object Designation int64 Resource Allocation int64 Mental Fatigue Score int64 dtype: object
from catboost import CatBoostRegressor
from sklearn.model_selection import RandomizedSearchCV, GridSearchCV
# model = CatBoostRegressor()
# grid = {'learning_rate': [0.03,0.05],
# 'l2_leaf_reg': [1, 3, 5, 7, 9, 11]}
# grid_search_result = model.randomized_search(grid,cv=20,n_iter=20 ,
# X=trainX,
# y=trainY,
# plot=True)
# clf=CatBoostRegressor(depth=10,l2_leaf_reg=7,learning_rate=0.03,iterations=500)
clf = CatBoostRegressor(iterations=1800, learning_rate=0.05,random_seed=200,l2_leaf_reg=13)#1800 best,leaf 13
# for i in range(1000,3000,100):
# clf = CatBoostRegressor(iterations=i, learning_rate=0.03,random_seed=200,l2_leaf_reg=30)#1800 best,leaf 13
# clf.fit(X_train,Y_train, cat_features=cat_features,verbose=False)
# print(f"for {i} iterations test score is{clf.score(X_test, Y_test)}")
# # clf.fit(trainX,trainY,verbose=True)
# # clf.fit(trainX,trainY,verbose=True)
# print('CatBoost model is fitted: ' + str(clf.is_fitted()))
# print('CatBoost model parameters:')
# print(clf.get_params())
clf.fit(X_train,Y_train,cat_features=cat_features)
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<catboost.core.CatBoostRegressor at 0x7f439af46550>
clf.score(X_test, Y_test)
0.9195764007156246
# testX=pd.get_dummies(testX)
# testX=scaler.transform(testX)
testX.dtypes
Gender object Company Type object WFH Setup Available object Designation int64 Resource Allocation int64 Mental Fatigue Score int64 dtype: object
testX['Mental Fatigue Score']=testX['Mental Fatigue Score'].astype(int)
preds=clf.predict(testX)
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
result.to_csv('catboost.csv',index=False)
import dill
dill.dump_session('notebook_env.db')
dill.load_session('notebook_env.db')
from sklearn.ensemble import StackingRegressor
X_train, X_test, Y_train, Y_test = tts(pd.get_dummies(trainX), trainY, test_size=0.2, random_state=0)
estimators=[('bagging',BaggingRegressor(oob_score=True,n_jobs=-1,n_estimators=1600,random_state=200,
base_estimator=DecisionTreeRegressor()))
,('xgboost',XGBRegressor(n_estimator=900,n_jobs=-1,learning_rate=0.05,random_state=200)),
('catboost',CatBoostRegressor(iterations=1500, learning_rate=0.03,random_seed=200,l2_leaf_reg=13))]
reg=StackingRegressor(estimators=estimators,final_estimator=RandomForestRegressor(n_estimators=600,
oob_score=True,random_state=200))
reg.fit(X_train,Y_train)
[09:11:13] WARNING: ../src/learner.cc:573:
Parameters: { "n_estimator" } might not be used.
This may not be accurate due to some parameters are only used in language bindings but
passed down to XGBoost core. Or some parameters are not used but slip through this
verification. Please open an issue if you find above cases.
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[09:12:00] WARNING: ../src/learner.cc:573:
Parameters: { "n_estimator" } might not be used.
This may not be accurate due to some parameters are only used in language bindings but
passed down to XGBoost core. Or some parameters are not used but slip through this
verification. Please open an issue if you find above cases.
[09:12:00] WARNING: ../src/learner.cc:573:
Parameters: { "n_estimator" } might not be used.
This may not be accurate due to some parameters are only used in language bindings but
passed down to XGBoost core. Or some parameters are not used but slip through this
verification. Please open an issue if you find above cases.
[09:12:01] WARNING: ../src/learner.cc:573:
Parameters: { "n_estimator" } might not be used.
This may not be accurate due to some parameters are only used in language bindings but
passed down to XGBoost core. Or some parameters are not used but slip through this
verification. Please open an issue if you find above cases.
[09:12:01] WARNING: ../src/learner.cc:573:
Parameters: { "n_estimator" } might not be used.
This may not be accurate due to some parameters are only used in language bindings but
passed down to XGBoost core. Or some parameters are not used but slip through this
verification. Please open an issue if you find above cases.
[09:12:02] WARNING: ../src/learner.cc:573:
Parameters: { "n_estimator" } might not be used.
This may not be accurate due to some parameters are only used in language bindings but
passed down to XGBoost core. Or some parameters are not used but slip through this
verification. Please open an issue if you find above cases.
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StackingRegressor(estimators=[('bagging',
BaggingRegressor(base_estimator=DecisionTreeRegressor(),
n_estimators=1600, n_jobs=-1,
oob_score=True,
random_state=200)),
('xgboost',
XGBRegressor(base_score=None, booster=None,
colsample_bylevel=None,
colsample_bynode=None,
colsample_bytree=None, gamma=None,
gpu_id=None, importance_type='gain',
interaction_constraints=N...
n_estimator=900, n_estimators=100,
n_jobs=-1, num_parallel_tree=None,
random_state=200, reg_alpha=None,
reg_lambda=None,
scale_pos_weight=None,
subsample=None, tree_method=None,
validate_parameters=None,
verbosity=None)),
('catboost',
<catboost.core.CatBoostRegressor object at 0x7f4377a6ea90>)],
final_estimator=RandomForestRegressor(n_estimators=600,
oob_score=True,
random_state=200))
reg.score(X_test,Y_test)
0.9148900896305339
preds=reg.predict(pd.get_dummies(testX))
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
result.to_csv('stack.csv',index=False)